Experience

  1. Machine Learning Research Fellow

    Biogen
    • AI-aided drug design
    • Generative AI for small molecule design

  2. Research Trainee

    Brigham and Woman’s Hospital & Harvard Medical School
    • Detected and evaluated fairness and bias in healthcare AI decision systems.
    • Improved reliability and interpretability of healthcare AI models using EHR data across ML models and LLMs.

  3. Algorithm Intern

    XtalPi Inc.
    • Implemented a transformer-like architecture for retrosynthetic reaction path prediction.
    • Improved model architectures and training strategies. Refined the pipeline of reaction prediction.

Education

  1. PhD in Computer Science

    Brandeis University
    • GPA: 4.0/4.0
    • Research Focus: AI4Science, Molecular Representational Learning, Fairness within Medical Contexts

  2. BS in Mathematics

    Tsinghua University
    • Major focus: Mathematics, Statistics, Optimization.
    • Courses included: Statistical Inference, Numerical Analysis, Algorithm Analysis and Design, Convex Optimization.
Skills & Hobbies
Working Skills
Programming

Familiar with most Python packages such as Sklearn, Pytorch, Pytorch Geometric, Transformers, Trl, etc. Also familiar with MATLAB and R.

Research Skills

Algorithm Development, Theoretical Proof, Quantitative Analysis, Experiment Design, Interdisciplinary collaboration, Presentation, Writing and Communication.

Soft Skills

Time Management, Problem Solving, Project Management, Collaboration, Mentorship.

Hobbies
Cooking

After spending a year at home during the COVID-19 pandemic, I’ve mastered the art of becoming a chef! I enjoy cooking Chinese, Japanese, and American cuisine.

Gaming

Big fan of many anime-style games such as Genshin Impact, Honkai Star Rail, Fate Grand Order, Pokemon, and Animal Crossing. Next pull you will get a 5-star item!

Singing

Used to be a soprano in the Chorus Team of the Tsinghua University Student Art Troupe.

Languages
90%
English
100%
Chinese
20%
Japanese